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ssv2_medium_1clip.log
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=> dataset: somethingv2
=> root_path: /tmp/
=> num_classes: 174
Initializing RubiksNet-Medium variant "rubiks3d". num_frames=8
=> RubiksShift3D
=> tier: medium
=> variant: rubiks3d
=> eval mode: 1-clip
video 0 done, total 0/24777, average 0.408 sec/video, moving Prec@1 65.000 Prec@5 87.500
video 1600 done, total 1600/24777, average 0.025 sec/video, moving Prec@1 58.452 Prec@5 84.345
video 3200 done, total 3200/24777, average 0.015 sec/video, moving Prec@1 58.598 Prec@5 85.274
video 4800 done, total 4800/24777, average 0.011 sec/video, moving Prec@1 58.197 Prec@5 84.836
video 6400 done, total 6400/24777, average 0.010 sec/video, moving Prec@1 58.364 Prec@5 84.846
video 8000 done, total 8000/24777, average 0.009 sec/video, moving Prec@1 58.267 Prec@5 84.926
video 9600 done, total 9600/24777, average 0.008 sec/video, moving Prec@1 58.337 Prec@5 84.886
video 11200 done, total 11200/24777, average 0.007 sec/video, moving Prec@1 58.422 Prec@5 84.911
video 12800 done, total 12800/24777, average 0.007 sec/video, moving Prec@1 58.408 Prec@5 84.790
video 14400 done, total 14400/24777, average 0.007 sec/video, moving Prec@1 58.384 Prec@5 84.924
video 16000 done, total 16000/24777, average 0.006 sec/video, moving Prec@1 58.315 Prec@5 84.851
video 17600 done, total 17600/24777, average 0.006 sec/video, moving Prec@1 58.218 Prec@5 84.853
video 19200 done, total 19200/24777, average 0.006 sec/video, moving Prec@1 58.262 Prec@5 84.756
video 20800 done, total 20800/24777, average 0.006 sec/video, moving Prec@1 58.242 Prec@5 84.890
video 22400 done, total 22400/24777, average 0.006 sec/video, moving Prec@1 58.261 Prec@5 84.942
video 24000 done, total 24000/24777, average 0.006 sec/video, moving Prec@1 58.264 Prec@5 84.925
====================== Evaluation Complete ======================
Class confusion matrix:
[0.88793103 0.34210526 0.39869281 0.66019417 0.51282051 0.59649123
0.81534772 0.60606061 0.50393701 0.61589404 0.57303371 0.69343066
0.31623932 0.3 0.75087719 0.43829787 0.38071066 0.38815789
0.44351464 0.55924171 0.54330709 0.59649123 0.30813953 0.5106383
0.59090909 0.42105263 0.55 0.46534653 0.72727273 0.68582375
0.7972973 0.7027027 0.88636364 0.14563107 0.21686747 0.09375
0.82949309 0.78707224 0.11111111 0.61764706 0.70491803 0.66071429
0.63849765 0.61414791 0.71621622 0.56545961 0.51807229 0.3919598
0.36024845 0.81935484 0.67088608 0.06666667 0.1875 0.68571429
0.33333333 0.39333333 0.40410959 0.64150943 0.23529412 0.82014388
0.56 0.33333333 0.70886076 0.18691589 0.13513514 0.63679245
0.22641509 0.45771144 0.68421053 0.38 0.5 0.43478261
0.52941176 0.58974359 0.70754717 0.34210526 0.22222222 0.46153846
0.25925926 0.79310345 0.15625 0.128 0.29787234 0.29787234
0.69333333 0.46031746 0.83529412 0.816 0.25 0.12048193
0.46376812 0.81666667 0.49122807 0.776 0.79661017 0.20833333
0.08823529 0.2231405 0.58163265 0.67032967 0.43773585 0.65384615
0.37068966 0.67857143 0.78740157 0.79259259 0.49657534 0.71921182
0.36486486 0.47 0.53521127 0. 0.53956835 0.38888889
0.67361111 0.45652174 0.53703704 0.76190476 0.33898305 0.64356436
0.80314961 0.78409091 0.35960591 0.61538462 0.42307692 0.65137615
0.33980583 0.46956522 0.16858238 0.6875 0.33571429 0.20547945
0.49425287 0.28070175 0.76902174 0.5398773 0.17647059 0.5
0.2293578 0.68899522 0.68217054 0.4375 0.515625 0.59090909
0.64968153 0.45592705 0.75555556 0.0625 0.64853556 0.92264151
0.73369565 0.38586957 0.29591837 0.78899083 0.51968504 0.17073171
0.5 0.61413043 0.57798165 0.32727273 0.29357798 0.36842105
0.42990654 0.375 0.82608696 0.77419355 0.95714286 0.85185185
0.79166667 0.81333333 0.45098039 0.77884615 0.73953488 0.76642336]
Accuracy: top 1: 58.33% top 5: 84.97%